paper_type.json (236B)
1 { 2 "paper_type": "empirical", 3 "reason": "Proposes IPIGuard defense mechanism and validates it through extensive experiments on AgentDojo benchmark with quantitative results across six LLMs, four attack types, and ablation studies." 4 }